从光学和微波组合建模和测量森林结构

K. Ranson, J. Smith, G. Sun, J. Weishampel, R. Knox
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引用次数: 3

摘要

单侧叶面积指数(LAI)和地上木质生物量是描述森林生态系统功能和生产力的重要参数。众所周知,遥感反射的太阳辐射可以与植被冠层的LAI相关联。近年来,有研究表明,合成孔径雷达(SAR)可以用于估算地上直立生物量。作者描述了利用光学和微波数据推断LAI和生物量的算法的发展,该算法采用森林演替模型模拟森林冠层参数,用于光学和微波遥感模型。分别使用冠层反射率和后向散射系数模型来研究LAI和生物量之间的关系。该算法应用于美国缅因州中部森林地区的机载可见红外成像光谱仪(AVIRIS)和AirSAR图像。得到的图像被评估并组合成与潜在生态系统生产力相关的地图。
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Forest structure from combined optical and microwave modeling and measurements
One sided leaf area index (LAI) and above ground woody biomass are important parameters for describing the function and productivity of forested ecosystems. It is well known that remotely sensed reflected solar radiation can be related to the LAI of a vegetation canopy. Recently, studies have demonstrated that synthetic aperture radar (SAR) can be used to estimate above ground standing biomass. The authors describe the development of algorithms for using optical and microwave data to infer LAI and biomass by using a forest succession model to simulate forest canopy parameters for use with optical and microwave remote sensing models. Models for canopy reflectances and backscatter coefficients were used separately to develop relationships with LAI and biomass, respectively. The algorithms were applied to Airborne Visible-InfraRed Imaging Spectrometer (AVIRIS) and AirSAR images over a forested area in central Maine, USA. The resultant images ate evaluated and combined into a map related to potential ecosystem productivity.<>
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